diff --git a/docs/introduction.md b/docs/introduction.md
index af56af7..63aee5f 100644
--- a/docs/introduction.md
+++ b/docs/introduction.md
@@ -12,6 +12,6 @@ This is the problem the **Agentic Resource Discovery Specification (ARD)** solve
 
 ARD only handles discovery. The client invokes the agentic resource it selects through that agentic resource's own mechanism — MCP, an API, an agent framework, a workflow system, or something else. ARD sits *before* invocation; it helps the client decide which capability to use. *What* to search over, *when* to search, and *what to do* with the results returned are all choices left to the designer of the system.
 
-ARD is not a product. Any number of [discovery services](glossary.md#discovery-service) can implement it — **GitHub's [Agent Finder](https://github.com/agentfinder)** and **Hugging Face's [Discover](https://github.com/huggingface/hf-discover)** are two such services. The point is that an agentic resource published once should be discoverable by many clients, and a client should be able to find useful agentic resources well beyond the small set it already knows about.
+ARD is not a product. Any number of [discovery services](glossary.md#discovery-service) can implement it — **GitHub's [Agent Finder](https://github.com/agentfinder)**, **Hugging Face's [Discover](https://github.com/huggingface/hf-discover)**, and the self-hostable **[ANS Finder](https://github.com/agentnameservice/ans)** are three such services. The point is that an agentic resource published once should be discoverable by many clients, and a client should be able to find useful agentic resources well beyond the small set it already knows about.
 
 To see how that works in practice, read **[How ARD works](how_ard_works.md)**.
diff --git a/docs/ref_implementations.md b/docs/ref_implementations.md
index 546813a..37f5514 100644
--- a/docs/ref_implementations.md
+++ b/docs/ref_implementations.md
@@ -106,3 +106,46 @@ curl -sS https://ora.ai/api/ard/attestation/resend.com \
 ### MCP
 
 Ora is also reachable as an MCP server at `https://ora.ai/api/mcp` (streamable HTTP); its `discover_products`, `get_score`, and `search_capabilities` tools query the same index.
+
+## ANS Finder
+
+The [ANS Finder](https://github.com/agentnameservice/ans) is the discovery service of the open-source **Agent Name Service (ANS)** reference implementation — a registration authority, transparency log, and offline verifier in Go, based on the ANS IETF draft. The Finder tails the registry's lifecycle event feed, projects every ANS-registered agent into a search index, and serves the ARD Registry REST interface: `POST /v1/search` and `POST /v1/explore` (ARDS v0.9). What sets it apart is verifiable registration: every catalog entry's `trustManifest.attestations[]` carries an `ANS-Registration` attestation whose URI resolves to a SCITT COSE receipt on the ANS Transparency Log, so a client can cryptographically verify an agent's registration — independently of the Finder — before invoking it. It validates against this project's [conformance suite](https://github.com/ards-project/ard-spec/tree/main/conformance) (registry mode).
+
+ANS Finder is self-hosted: run the stack locally (or deploy your own) rather than querying a public endpoint.
+
+### Run the demo stack
+
+```bash
+git clone https://github.com/agentnameservice/ans && cd ans
+scripts/demo/start.sh    # builds + starts the registry :18080, transparency log :18081, finder :18082
+scripts/demo/register.sh --v2 translator.example.com    # register an MCP agent and drive it to ACTIVE
+```
+
+The Finder polls the registry's event feed (every 2s in the demo) and indexes the agent; a Swagger UI serves the Finder's ARD contract at `http://localhost:18082/docs`.
+
+### Search
+
+```bash
+curl -sS -X POST http://localhost:18082/v1/search \
+  -H 'content-type: application/json' \
+  -d '{"query":{"text":"translator"},"pageSize":5}' \
+  | jq '.results[] | {identifier, displayName, url, score}'
+```
+
+### Verify an entry against the Transparency Log
+
+Each result's `trustManifest.attestations[]` carries the SCITT receipt URI on the Transparency Log:
+
+```bash
+curl -sS -X POST http://localhost:18082/v1/search \
+  -H 'content-type: application/json' \
+  -d '{"query":{"text":"translator"},"pageSize":1}' \
+  | jq -r '.results[0].trustManifest.attestations[0].uri'
+```
+
+### Check conformance
+
+```bash
+git clone https://github.com/ards-project/ard-spec
+ard-spec/conformance/bin/conformance-test registry http://localhost:18082/v1
+```